Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "88" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 86 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 82 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 9.670192 | 8.562520 | 71.297783 | 73.432390 | 21.101946 | 26.770263 | 26.046108 | 28.255915 | 0.0561 | 0.0632 | 0.0030 | 1.379413 | 1.558586 |
| 2459593 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 273.305329 | 273.371680 | inf | inf | 58.838280 | 65.987522 | 330.917549 | 345.857342 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459592 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 1.492904 | 1.441610 | 2.289541 | 2.163806 | 0.781452 | 0.843487 | -0.947928 | 0.398568 | 0.0357 | 0.0420 | 0.0087 | nan | nan |
| 2459591 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 20.891253 | 21.159800 | 86.008176 | 88.839232 | 26.339543 | 32.084583 | 3.120407 | 1.843920 | 0.0496 | 0.0525 | 0.0002 | 1.343790 | 1.466609 |
| 2459590 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 23.054294 | 23.649600 | 80.060426 | 82.957799 | 27.806716 | 33.995212 | 4.846353 | 3.324740 | 0.0536 | 0.0563 | 0.0005 | 1.406194 | 1.536788 |
| 2459589 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 22.117469 | 21.820008 | 74.519423 | 76.963991 | 16.686889 | 21.583109 | 18.789003 | 16.379902 | 0.0559 | 0.0617 | 0.0023 | 1.314951 | 1.400609 |
| 2459588 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 214.346218 | 215.166333 | inf | inf | 22.278655 | 25.532570 | 22.140691 | 20.276188 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459587 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | 21.181857 | 22.505477 | 120.822075 | 125.343812 | 5.709886 | 7.316076 | 9.566389 | 9.437793 | nan | nan | nan | 1.757096 | 2.976680 |
| 2459586 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 19.015335 | 19.509966 | 28.710758 | 29.250106 | 9.582988 | 11.150919 | 7.224505 | 5.476819 | 0.0523 | 0.0573 | 0.0016 | 1.281521 | 1.286498 |
| 2459585 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 163.040517 | 162.713891 | inf | inf | 15.123845 | 16.081776 | 942.442711 | 1473.680643 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459584 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 30.435762 | 30.676662 | 97.268900 | 100.519426 | 15.351054 | 17.546765 | 12.960424 | 11.741946 | 0.0470 | 0.0487 | -0.0002 | 1.550270 | 1.982406 |
| 2459583 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 19.124902 | 21.068419 | 30.481916 | 31.430630 | 19.178334 | 22.733341 | 0.721790 | -0.065966 | 0.0475 | 0.0480 | -0.0000 | 0.000000 | 0.000000 |
| 2459582 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 16.753236 | 18.026484 | 27.371626 | 28.541885 | 23.047851 | 27.502987 | 0.875109 | 0.021616 | 0.0447 | 0.0451 | -0.0004 | 1.177336 | 1.179294 |
| 2459581 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 22.957698 | 24.881414 | 31.773500 | 32.154634 | 18.155310 | 22.189109 | 1.223268 | 0.052582 | 0.0495 | 0.0500 | -0.0003 | 1.225424 | 1.220597 |
| 2459580 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 17.388290 | 18.761862 | 31.849346 | 32.956160 | 20.067100 | 23.285890 | 0.717525 | -0.119031 | 0.0513 | 0.0524 | 0.0002 | 1.116120 | 1.112813 |
| 2459579 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 17.395152 | 18.778582 | 36.078611 | 37.479944 | 22.537517 | 26.484665 | 2.586212 | 0.986720 | 0.0472 | 0.0492 | 0.0000 | 1.327662 | 1.338308 |
| 2459578 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| 2459577 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 22.411657 | 23.941739 | 29.488342 | 30.077777 | 20.308510 | 24.182199 | 1.068033 | 0.040768 | 0.0476 | 0.0492 | -0.0002 | 1.229527 | 1.235728 |
| 2459576 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 17.282100 | 18.348136 | 23.474371 | 24.193333 | 18.677273 | 21.520042 | 1.925753 | 0.627899 | 0.0478 | 0.0497 | -0.0002 | 1.312644 | 1.345302 |
| 2459575 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 16.229518 | 19.508773 | 22.487454 | 24.032261 | 15.140275 | 16.665242 | 7.261439 | 6.126509 | 0.0551 | 0.0560 | -0.0004 | 1.327407 | 1.348723 |
| 2459574 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 16.367026 | 17.389966 | 22.291404 | 22.957920 | 20.397210 | 23.955302 | 1.784779 | 0.421438 | 0.0486 | 0.0500 | 0.0000 | 1.263742 | 1.277103 |
| 2459573 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 17.205599 | 18.164200 | 38.365645 | 39.453877 | 23.985890 | 27.563254 | 2.060572 | 0.913308 | 0.0478 | 0.0501 | 0.0004 | 1.330206 | 1.345743 |
| 2459572 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 16.992779 | 18.091195 | 22.388614 | 23.089655 | 15.466054 | 17.473189 | 4.184022 | 1.721121 | 0.0481 | 0.0499 | -0.0003 | 1.218977 | 1.221422 |
| 2459571 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 1.436833 | 1.125553 | 0.130146 | 0.005501 | 0.686760 | -0.604626 | 3.601741 | -0.024118 | 0.0330 | 0.0415 | 0.0043 | nan | nan |
| 2459570 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459569 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459566 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 16.998576 | 17.644135 | 29.267128 | 29.925282 | 18.518038 | 21.255935 | 0.300716 | -0.419465 | 0.0356 | 0.0369 | 0.0001 | 1.184846 | 1.183277 |
| 2459565 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | 4299.241007 | 4299.241007 | 4031.441662 | 4031.441662 | -0.749395 | -0.749395 | -1.917447 | -1.917447 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 15.242484 | 15.504017 | 31.099737 | 31.922210 | 2.206776 | 2.188105 | 1.693543 | 0.709126 | 0.0478 | 0.0512 | 0.0013 | 1.191483 | 1.200170 |
| 2459563 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 17.272836 | 17.262921 | 59.466196 | 60.901361 | 19.098168 | 21.830153 | 3.595314 | 1.653553 | 0.0488 | 0.0530 | 0.0021 | 1.244747 | 1.245162 |
| 2459562 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 11.013203 | 11.329821 | 15.266547 | 15.677707 | 2.361133 | 2.628531 | 1.166562 | 0.451941 | 0.0466 | 0.0487 | 0.0002 | 1.206768 | 1.228425 |
| 2459561 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 11.796117 | 12.286040 | 14.524969 | 14.910001 | 2.645200 | 2.822154 | 2.119729 | 0.625985 | 0.0506 | 0.0526 | -0.0002 | 1.233730 | 1.237565 |
| 2459560 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 10.806089 | 11.113928 | 14.938075 | 15.120309 | 2.264506 | 2.774041 | 1.327465 | 0.238093 | 0.0479 | 0.0514 | 0.0005 | 1.239153 | 1.259931 |
| 2459559 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 13.805846 | 14.401619 | 16.308945 | 16.615084 | 2.541529 | 3.033311 | 1.689153 | 0.531069 | 0.0499 | 0.0527 | 0.0004 | 1.202193 | 1.206191 |
| 2459558 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 18.790221 | 18.813897 | 30.498429 | 31.715753 | 20.938731 | 22.809171 | 2.388045 | 0.825713 | 0.0464 | 0.0487 | -0.0004 | 1.267848 | 1.296231 |
| 2459557 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0320 | 0.0372 | 0.0028 | nan | nan |
| 2459556 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 19.028699 | 19.234385 | 32.971933 | 34.369770 | 18.873566 | 20.514725 | 4.781796 | 2.096137 | 0.0504 | 0.0540 | 0.0010 | 1.262334 | 1.296306 |
| 2459554 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0490 | 0.0518 | 0.0004 | nan | nan |
| 2459553 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0541 | 0.0568 | 0.0004 | nan | nan |
| 2459552 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 22.024785 | 22.769490 | 44.532834 | 45.271844 | 28.907246 | 31.827640 | 4.031931 | 2.533590 | 0.0468 | 0.0492 | -0.0001 | 1.455090 | 1.541156 |
| 2459551 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459550 | digital_ok | - | 97.53% | 97.53% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0482 | 0.0484 | 0.0008 | nan | nan |
| 2459549 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 16.481579 | 16.903740 | 33.438367 | 34.163315 | 20.363988 | 22.373478 | 2.152651 | 0.546751 | 0.0451 | 0.0473 | -0.0001 | 1.274533 | 1.289557 |
| 2459542 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 23.050766 | 23.294966 | 68.286916 | 69.625448 | 1.097848 | 1.911769 | 2.793947 | 1.127510 | 0.0518 | 0.0594 | 0.0051 | 1.258947 | 1.302294 |
| 2459541 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459540 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459536 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 28.647117 | 27.927334 | 57.876869 | 58.818151 | 29.144263 | 31.331806 | 3.925019 | 1.046340 | 0.0438 | 0.0449 | 0.0000 | 1.291518 | 1.308023 |
| 2459535 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 12.346373 | 13.762444 | 14.129231 | 14.525714 | 2.679987 | 5.913008 | 0.759524 | 0.044216 | 0.0503 | 0.0479 | 0.0027 | 1.229926 | 1.232923 |
| 2459534 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 13.216031 | 14.125703 | 13.130250 | 13.425009 | 2.508365 | 4.187887 | 0.596791 | -0.239905 | 0.0418 | 0.0411 | 0.0012 | 1.255986 | 1.241800 |
| 2459533 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 20.147491 | 20.938508 | 31.141939 | 32.057981 | 17.557112 | 20.455649 | 2.386235 | 0.842666 | 0.0420 | 0.0422 | -0.0006 | 1.257506 | 1.244160 |
| 2459532 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 23.138777 | 24.063561 | 42.013486 | 43.536448 | 21.933487 | 25.337455 | 1.620146 | 0.390343 | 0.0424 | 0.0425 | -0.0008 | 1.271344 | 1.258591 |
| 2459530 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 11.254626 | 12.014316 | 13.295622 | 13.600633 | 3.298117 | 4.154800 | 1.253027 | 0.152817 | 0.0556 | 0.0525 | 0.0034 | 1.236217 | 1.240283 |
| 2459527 | digital_ok | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 27.356336 | 28.579058 | 47.878383 | 49.181335 | 41.144500 | 35.649780 | 0.581801 | 0.191933 | 0.0560 | 0.0923 | 0.0196 | 0.000000 | 0.000000 |
| 2459523 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | 25.447378 | 23.955078 | 45.639228 | 45.949806 | 18.108171 | 30.013134 | 2.260098 | 0.728917 | nan | nan | nan | 1.615936 | 1.613895 |
| 2459522 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 19.886355 | 24.522712 | 45.160128 | 47.074033 | 11.095977 | 23.661958 | 2.431630 | 0.886474 | 0.0538 | 0.0592 | 0.0014 | 1.254460 | 1.266376 |
| 2459513 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 1.803972 | 1.600289 | 0.163004 | 0.157580 | 0.443103 | -0.149883 | 2.937800 | 0.115738 | 0.0378 | 0.0378 | 0.0022 | nan | nan |
| 2459508 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 28.794799 | 31.692138 | 44.951463 | 46.612765 | 18.364601 | 15.811032 | 12.900797 | 14.807090 | 0.0480 | 0.0549 | 0.0025 | 0.000000 | 0.000000 |
| 2459505 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 25.983172 | 31.676827 | 41.360475 | 44.465684 | 7.929411 | 10.132954 | 3.624773 | 2.451089 | 0.0504 | 0.0512 | -0.0005 | 1.259395 | 1.313709 |
| 2459503 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 30.143008 | 31.284853 | 74.489062 | 76.329184 | 33.957119 | 33.513577 | 3.296289 | 2.466333 | 0.0404 | 0.0375 | 0.0026 | 0.000000 | 0.000000 |
| 2459501 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 23.681904 | 25.068510 | 49.701419 | 51.123906 | 28.664159 | 27.870163 | 2.446466 | 0.583499 | 0.0467 | 0.0492 | 0.0001 | 0.000000 | 0.000000 |
| 2459500 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 25.904420 | 27.930969 | 61.655678 | 63.045899 | 27.308390 | 27.381044 | 1.190821 | 0.755189 | 0.0480 | 0.0530 | -0.0009 | 0.000000 | 0.000000 |
| 2459499 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 26.802507 | 30.061460 | 79.322758 | 81.329879 | 27.434677 | 27.703551 | 4.494814 | 11.127066 | 0.0538 | 0.0680 | 0.0045 | 0.000000 | 0.000000 |
| 2459498 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 20.615560 | 25.663205 | 21.887018 | 72.317745 | 31.906864 | 24.586106 | 301.522280 | 5.316236 | 0.0601 | 0.0850 | 0.0168 | 0.000000 | 0.000000 |
| 2459497 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 27.441223 | 29.595321 | 79.996759 | 81.955150 | 31.675645 | 31.875237 | 3.330277 | 3.060123 | 0.0523 | 0.0570 | -0.0010 | 0.000000 | 0.000000 |
| 2459496 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 29.105826 | 30.954172 | 72.900064 | 74.429774 | 28.169338 | 28.809816 | 2.193076 | 1.790801 | 0.0506 | 0.0513 | -0.0027 | 0.000000 | 0.000000 |
| 2459495 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 23.333734 | 25.006778 | 68.024836 | 69.329916 | 24.208820 | 25.246437 | 2.984958 | 2.349231 | 0.0489 | 0.0506 | -0.0020 | 0.000000 | 0.000000 |
| 2459494 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 25.306710 | 26.864818 | 72.382775 | 73.846499 | 27.211850 | 28.242331 | 7.259918 | 5.871997 | 0.0449 | 0.0457 | -0.0001 | 0.000000 | 0.000000 |
| 2459492 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 29.847580 | 29.823305 | 49.510810 | 50.858964 | 23.960833 | 29.059981 | 7.530806 | 4.458414 | 0.0417 | 0.0385 | -0.0021 | 0.000000 | 0.000000 |
| 2459491 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 31.501315 | 30.211796 | 53.733667 | 55.751940 | 33.121449 | 43.734734 | 4.804811 | 12.361632 | 0.0391 | 0.0402 | -0.0046 | 0.000000 | 0.000000 |
| 2459490 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 37.754129 | 36.595198 | 56.334168 | 57.764376 | 22.525337 | 26.802537 | 6.354835 | 5.176125 | 0.0438 | 0.0425 | -0.0011 | 0.000000 | 0.000000 |
| 2459489 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 30.551117 | 29.097792 | 51.061844 | 52.583859 | 22.475068 | 28.512225 | 5.160692 | 7.411904 | 0.0437 | 0.0434 | -0.0017 | 0.000000 | 0.000000 |
| 2459488 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 28.813093 | 27.768663 | 42.704550 | 43.672065 | 24.676842 | 30.931895 | 9.418261 | 8.829225 | 0.0439 | 0.0427 | -0.0018 | 0.000000 | 0.000000 |
auto_metrics notebooks.¶html_to_display = ''
for am_html in auto_metric_htmls:
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD).
HTML(html_to_display)
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | ee Power | inf | 348.461532 | 349.154975 | inf | inf | 46.571791 | 47.151893 | 584.560457 | 594.408080 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 81.568466 | 25.616376 | 23.533149 | 81.568466 | 78.313191 | 30.318348 | 24.134745 | 13.977335 | 15.516103 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 93.619908 | 20.868212 | 19.506895 | 93.619908 | 90.072841 | 35.605086 | 28.422098 | 3.699618 | 4.311651 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Temporal Variability | 37.769077 | 11.651631 | 10.175411 | 24.162924 | 23.694531 | 37.769077 | 37.170948 | -1.219159 | -1.214642 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 1.761862 | 0.809030 | -0.557382 | 1.654368 | 1.761862 | 0.444466 | -0.359623 | -1.154788 | -0.136936 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | ee Power | inf | 349.254589 | 349.726089 | inf | inf | 56.728039 | 60.585228 | 641.561788 | 648.886600 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 79.350287 | 20.163363 | 21.085099 | 76.251045 | 79.350287 | 10.795537 | 12.624519 | 3.209554 | 3.126329 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 95.085356 | 21.758297 | 20.284483 | 95.085356 | 91.405003 | 25.230107 | 20.468363 | 10.947261 | 10.109641 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 74.356418 | 20.044838 | 21.353761 | 71.299956 | 74.356418 | 29.346946 | 35.882411 | 6.350119 | 5.408257 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 83.681682 | 20.845985 | 19.353723 | 83.681682 | 80.171257 | 29.822507 | 23.424857 | 7.009214 | 10.012714 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 67.566581 | 19.943014 | 18.970850 | 67.566581 | 64.853792 | 34.564504 | 28.101406 | 3.230731 | 4.156063 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | inf | 393.367309 | 393.729178 | inf | inf | 28.775110 | 30.647623 | 172.263626 | 172.455018 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 73.432390 | 9.670192 | 8.562520 | 71.297783 | 73.432390 | 21.101946 | 26.770263 | 26.046108 | 28.255915 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | ee Power | inf | 273.305329 | 273.371680 | inf | inf | 58.838280 | 65.987522 | 330.917549 | 345.857342 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | ee Power | 2.289541 | 1.441610 | 1.492904 | 2.163806 | 2.289541 | 0.843487 | 0.781452 | 0.398568 | -0.947928 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 88.839232 | 21.159800 | 20.891253 | 88.839232 | 86.008176 | 32.084583 | 26.339543 | 1.843920 | 3.120407 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 82.957799 | 23.054294 | 23.649600 | 80.060426 | 82.957799 | 27.806716 | 33.995212 | 4.846353 | 3.324740 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 76.963991 | 21.820008 | 22.117469 | 76.963991 | 74.519423 | 21.583109 | 16.686889 | 16.379902 | 18.789003 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | ee Power | inf | 214.346218 | 215.166333 | inf | inf | 22.278655 | 25.532570 | 22.140691 | 20.276188 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 125.343812 | 22.505477 | 21.181857 | 125.343812 | 120.822075 | 7.316076 | 5.709886 | 9.437793 | 9.566389 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 29.250106 | 19.015335 | 19.509966 | 28.710758 | 29.250106 | 9.582988 | 11.150919 | 7.224505 | 5.476819 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | ee Power | inf | 163.040517 | 162.713891 | inf | inf | 15.123845 | 16.081776 | 942.442711 | 1473.680643 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 100.519426 | 30.435762 | 30.676662 | 97.268900 | 100.519426 | 15.351054 | 17.546765 | 12.960424 | 11.741946 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 31.430630 | 19.124902 | 21.068419 | 30.481916 | 31.430630 | 19.178334 | 22.733341 | 0.721790 | -0.065966 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 28.541885 | 18.026484 | 16.753236 | 28.541885 | 27.371626 | 27.502987 | 23.047851 | 0.021616 | 0.875109 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 32.154634 | 22.957698 | 24.881414 | 31.773500 | 32.154634 | 18.155310 | 22.189109 | 1.223268 | 0.052582 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 32.956160 | 18.761862 | 17.388290 | 32.956160 | 31.849346 | 23.285890 | 20.067100 | -0.119031 | 0.717525 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 37.479944 | 17.395152 | 18.778582 | 36.078611 | 37.479944 | 22.537517 | 26.484665 | 2.586212 | 0.986720 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 30.077777 | 23.941739 | 22.411657 | 30.077777 | 29.488342 | 24.182199 | 20.308510 | 0.040768 | 1.068033 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 24.193333 | 18.348136 | 17.282100 | 24.193333 | 23.474371 | 21.520042 | 18.677273 | 0.627899 | 1.925753 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 24.032261 | 19.508773 | 16.229518 | 24.032261 | 22.487454 | 16.665242 | 15.140275 | 6.126509 | 7.261439 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Temporal Variability | 23.955302 | 16.367026 | 17.389966 | 22.291404 | 22.957920 | 20.397210 | 23.955302 | 1.784779 | 0.421438 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 39.453877 | 18.164200 | 17.205599 | 39.453877 | 38.365645 | 27.563254 | 23.985890 | 0.913308 | 2.060572 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 23.089655 | 18.091195 | 16.992779 | 23.089655 | 22.388614 | 17.473189 | 15.466054 | 1.721121 | 4.184022 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | ee Temporal Discontinuties | 3.601741 | 1.125553 | 1.436833 | 0.005501 | 0.130146 | -0.604626 | 0.686760 | -0.024118 | 3.601741 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 29.925282 | 17.644135 | 16.998576 | 29.925282 | 29.267128 | 21.255935 | 18.518038 | -0.419465 | 0.300716 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Shape | 4299.241007 | 4299.241007 | 4299.241007 | 4031.441662 | 4031.441662 | -0.749395 | -0.749395 | -1.917447 | -1.917447 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 31.922210 | 15.242484 | 15.504017 | 31.099737 | 31.922210 | 2.206776 | 2.188105 | 1.693543 | 0.709126 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 60.901361 | 17.272836 | 17.262921 | 59.466196 | 60.901361 | 19.098168 | 21.830153 | 3.595314 | 1.653553 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 15.677707 | 11.013203 | 11.329821 | 15.266547 | 15.677707 | 2.361133 | 2.628531 | 1.166562 | 0.451941 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 14.910001 | 11.796117 | 12.286040 | 14.524969 | 14.910001 | 2.645200 | 2.822154 | 2.119729 | 0.625985 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 15.120309 | 10.806089 | 11.113928 | 14.938075 | 15.120309 | 2.264506 | 2.774041 | 1.327465 | 0.238093 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 16.615084 | 13.805846 | 14.401619 | 16.308945 | 16.615084 | 2.541529 | 3.033311 | 1.689153 | 0.531069 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 31.715753 | 18.813897 | 18.790221 | 31.715753 | 30.498429 | 22.809171 | 20.938731 | 0.825713 | 2.388045 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 34.369770 | 19.234385 | 19.028699 | 34.369770 | 32.971933 | 20.514725 | 18.873566 | 2.096137 | 4.781796 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 45.271844 | 22.769490 | 22.024785 | 45.271844 | 44.532834 | 31.827640 | 28.907246 | 2.533590 | 4.031931 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 34.163315 | 16.481579 | 16.903740 | 33.438367 | 34.163315 | 20.363988 | 22.373478 | 2.152651 | 0.546751 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 69.625448 | 23.294966 | 23.050766 | 69.625448 | 68.286916 | 1.911769 | 1.097848 | 1.127510 | 2.793947 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 58.818151 | 27.927334 | 28.647117 | 58.818151 | 57.876869 | 31.331806 | 29.144263 | 1.046340 | 3.925019 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 14.525714 | 12.346373 | 13.762444 | 14.129231 | 14.525714 | 2.679987 | 5.913008 | 0.759524 | 0.044216 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Shape | 14.125703 | 14.125703 | 13.216031 | 13.425009 | 13.130250 | 4.187887 | 2.508365 | -0.239905 | 0.596791 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 32.057981 | 20.147491 | 20.938508 | 31.141939 | 32.057981 | 17.557112 | 20.455649 | 2.386235 | 0.842666 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 43.536448 | 23.138777 | 24.063561 | 42.013486 | 43.536448 | 21.933487 | 25.337455 | 1.620146 | 0.390343 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 13.600633 | 12.014316 | 11.254626 | 13.600633 | 13.295622 | 4.154800 | 3.298117 | 0.152817 | 1.253027 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 49.181335 | 27.356336 | 28.579058 | 47.878383 | 49.181335 | 41.144500 | 35.649780 | 0.581801 | 0.191933 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 45.949806 | 25.447378 | 23.955078 | 45.639228 | 45.949806 | 18.108171 | 30.013134 | 2.260098 | 0.728917 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 47.074033 | 24.522712 | 19.886355 | 47.074033 | 45.160128 | 23.661958 | 11.095977 | 0.886474 | 2.431630 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | ee Temporal Discontinuties | 2.937800 | 1.600289 | 1.803972 | 0.157580 | 0.163004 | -0.149883 | 0.443103 | 0.115738 | 2.937800 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 46.612765 | 31.692138 | 28.794799 | 46.612765 | 44.951463 | 15.811032 | 18.364601 | 14.807090 | 12.900797 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 66.876156 | 29.758972 | 31.087932 | 65.030248 | 66.876156 | 24.762033 | 22.730993 | 10.745730 | 6.589672 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 44.465684 | 31.676827 | 25.983172 | 44.465684 | 41.360475 | 10.132954 | 7.929411 | 2.451089 | 3.624773 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 76.329184 | 30.143008 | 31.284853 | 74.489062 | 76.329184 | 33.957119 | 33.513577 | 3.296289 | 2.466333 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 51.123906 | 23.681904 | 25.068510 | 49.701419 | 51.123906 | 28.664159 | 27.870163 | 2.446466 | 0.583499 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 63.045899 | 25.904420 | 27.930969 | 61.655678 | 63.045899 | 27.308390 | 27.381044 | 1.190821 | 0.755189 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 81.329879 | 30.061460 | 26.802507 | 81.329879 | 79.322758 | 27.703551 | 27.434677 | 11.127066 | 4.494814 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | ee Temporal Discontinuties | 301.522280 | 20.615560 | 25.663205 | 21.887018 | 72.317745 | 31.906864 | 24.586106 | 301.522280 | 5.316236 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 81.955150 | 29.595321 | 27.441223 | 81.955150 | 79.996759 | 31.875237 | 31.675645 | 3.060123 | 3.330277 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 74.429774 | 29.105826 | 30.954172 | 72.900064 | 74.429774 | 28.169338 | 28.809816 | 2.193076 | 1.790801 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 69.329916 | 23.333734 | 25.006778 | 68.024836 | 69.329916 | 24.208820 | 25.246437 | 2.984958 | 2.349231 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 73.846499 | 26.864818 | 25.306710 | 73.846499 | 72.382775 | 28.242331 | 27.211850 | 5.871997 | 7.259918 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 50.858964 | 29.823305 | 29.847580 | 50.858964 | 49.510810 | 29.059981 | 23.960833 | 4.458414 | 7.530806 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 55.751940 | 31.501315 | 30.211796 | 53.733667 | 55.751940 | 33.121449 | 43.734734 | 4.804811 | 12.361632 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 57.764376 | 36.595198 | 37.754129 | 57.764376 | 56.334168 | 26.802537 | 22.525337 | 5.176125 | 6.354835 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 52.583859 | 30.551117 | 29.097792 | 51.061844 | 52.583859 | 22.475068 | 28.512225 | 5.160692 | 7.411904 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 88 | 9 | digital_ok | nn Power | 43.672065 | 28.813093 | 27.768663 | 42.704550 | 43.672065 | 24.676842 | 30.931895 | 9.418261 | 8.829225 |